Scivillage.com Casual Discussion Science Forum

Full Version: AI: ChatGPT can outperform university students at writing assignments
You're currently viewing a stripped down version of our content. View the full version with proper formatting.
https://www.nature.com/articles/s41598-023-38964-3

PRESS RELEASE: ChatGPT may match or even exceed the average grade of university students when answering assessment questions across a range of subjects including computer science, political studies, engineering, and psychology, reports a paper published in Scientific Reports. The research also found that almost three-quarters of students surveyed would use ChatGPT to help with their assignments, despite many educators considering its use to be plagiarism.

To investigate how ChatGPT performed when writing university assessments compared to students, Talal Rahwan and Yasir Zaki invited faculty members who taught 32 different courses at New York University Abu Dhabi (NYUAD) to provide three student submissions each for ten assessment questions that they had set. ChatGPT was then asked to produce three sets of answers to the ten questions, which were then assessed alongside student-written answers by three graders (who were unaware of the source of the answers). The ChatGPT-generated answers achieved a similar or higher average grade than students in 9 of 32 courses. Only mathematics and economics courses saw students consistently outperform ChatGPT. ChatGPT outperformed students most markedly in the ‘Introduction to Public Policy’ course, where its average grade was 9.56 compared to 4.39 for students.

The authors also surveyed views on whether ChatGPT could be used to assist with university assignments among 1,601 individuals from Brazil, India, Japan, the US, and the UK (including at least 200 students and 100 educators from each country). 74 percent of students indicated that they would use ChatGPT in their work. In contrast, in all countries, educators underestimated the proportion of students that plan to use ChatGPT and 70 percent of educators reported that they would treat its use as plagiarism.

Finally, the authors report that two tools for identifying AI-generated text — GPTZero and AI text classifier — misclassified the ChatGPT answers generated in this research as written by a human 32 percent and 49 percent of the time respectively.

Together, these findings offer insights that could inform policy for the use of AI tools within educational settings.
Maybe I missed it but if AI can generate undetectable plagiarism then why couldn’t it be used to detect an AI plagiarized paper? Surely it should be able to distinguish between a student’s own personal work and that of a fellow machine.
(Aug 25, 2023 02:01 PM)Zinjanthropos Wrote: [ -> ]Maybe I missed it but if AI can generate undetectable plagiarism then why couldn’t it be used to detect an AI plagiarized paper? Surely it should be able to distinguish between a student’s own personal work and that of a fellow machine.

They're unreliable: "Finally, the authors report that two tools for identifying AI-generated text — GPTZero and AI text classifier — misclassified the ChatGPT answers generated in this research as written by a human 32 percent and 49 percent of the time respectively."

Both humans and LLMs can write formally, informally, or a mix of both. A glaring commonsense error might reveal a ChatGPT produced paper, but the ability to recognize those same commonsense vulnerabilities is what a tool would be suffering from as well. People who live very insulated, sheltered, or reality-impaired lives (like some New York intellectuals and California politicians) can even be plagued by commonsense errors, too.
Yes, but the performance of university students isn't what it once was. They've had years of "safe spaces" and lowering the bar for diversity.
They've also had smart phones and Google to help cheat for years. So being outperformed isn't saying much.
Will AI become a career ender? Thinking about some highly regarded scientist who besides having lots of credentials has been chasing the answer to something all his life only to be told by AI …..‘you’re wrong’. Ridicule too?

Edit: With new information will AI be equipped to say it made a mistake. Some student’s paper could be spot on but AI throws a blank no-no at it. Later on AI gives it a thumbs up…. Is that student forgiven?
There will come a point (perhaps already) when AI is not only smarter than the students but also smarter than the teacher - as of better qualified to teach a subject. Ultimately you have AI setting the questions and students using AI to provide the answers.